Congressional Roll Call Votes in 113th Session

Dataset statistics

Number of variables	25
Number of observations	1859
Missing cells	5635
Missing cells (%)	12.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	363.2 KiB
Average record size in memory	200.1 B

Variable types

Categorical	9
Numeric	9
DateTime	1
Unsupported	6

Alerts

`congress` has constant value ""	Constant
`bill_number` has a high cardinality: 718 distinct values	High cardinality
`vote_desc` has a high cardinality: 868 distinct values	High cardinality
`vote_question` has a high cardinality: 55 distinct values	High cardinality
`congress_url` has a high cardinality: 879 distinct values	High cardinality
`rollnumber` is highly overall correlated with `clerk_rollnumber` and 1 other fields	High correlation
`clerk_rollnumber` is highly overall correlated with `rollnumber`	High correlation
`yea_count` is highly overall correlated with `chamber` and 1 other fields	High correlation
`nay_count` is highly overall correlated with `nominate_log_likelihood` and 2 other fields	High correlation
`nominate_log_likelihood` is highly overall correlated with `nay_count`	High correlation
`chamber` is highly overall correlated with `yea_count` and 3 other fields	High correlation
`session` is highly overall correlated with `rollnumber`	High correlation
`vote_result` is highly overall correlated with `chamber` and 1 other fields	High correlation
`vote_question` is highly overall correlated with `yea_count` and 3 other fields	High correlation
`bill_number` has 47 (2.5%) missing values	Missing
`vote_desc` has 506 (27.2%) missing values	Missing
`dtl_desc` has 1859 (100.0%) missing values	Missing
`issue_codes` has 484 (26.0%) missing values	Missing
`crs_policy_area` has 419 (22.5%) missing values	Missing
`crs_subjects` has 413 (22.2%) missing values	Missing
`congress_url` has 47 (2.5%) missing values	Missing
`source_documents` has 1859 (100.0%) missing values	Missing
`vote_desc` is uniformly distributed	Uniform
`dtl_desc` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`issue_codes` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`peltzman_codes` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`clausen_codes` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`crs_subjects` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`source_documents` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`nay_count` has 182 (9.8%) zeros	Zeros
`nominate_mid_1` has 286 (15.4%) zeros	Zeros
`nominate_mid_2` has 287 (15.4%) zeros	Zeros
`nominate_spread_1` has 286 (15.4%) zeros	Zeros
`nominate_spread_2` has 286 (15.4%) zeros	Zeros
`nominate_log_likelihood` has 286 (15.4%) zeros	Zeros

Reproduction

Analysis started	2023-08-28 21:43:46.939550
Analysis finished	2023-08-28 21:43:56.799955
Duration	9.86 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

congress
Categorical

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

113	1859

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	5577
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	113
2nd row	113
3rd row	113
4th row	113
5th row	113

Common Values

Value	Count	Frequency (%)
113	1859	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
113	1859	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	3718	66.7%
3	1859	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5577	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3718	66.7%
3	1859	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	5577	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3718	66.7%
3	1859	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5577	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3718	66.7%
3	1859	33.3%

chamber
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

House	1202
Senate	657

Length

Max length	6
Median length	5
Mean length	5.3534158
Min length	5

Characters and Unicode

Total characters	9952
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	House
2nd row	House
3rd row	House
4th row	House
5th row	House

Common Values

Value	Count	Frequency (%)
House	1202	64.7%
Senate	657	35.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
house	1202	64.7%
senate	657	35.3%

Most occurring characters

Value	Count	Frequency (%)
e	2516	25.3%
H	1202	12.1%
o	1202	12.1%
u	1202	12.1%
s	1202	12.1%
S	657	6.6%
n	657	6.6%
a	657	6.6%
t	657	6.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	8093	81.3%
Uppercase Letter	1859	18.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2516	31.1%
o	1202	14.9%
u	1202	14.9%
s	1202	14.9%
n	657	8.1%
a	657	8.1%
t	657	8.1%

Uppercase Letter

Value	Count	Frequency (%)
H	1202	64.7%
S	657	35.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9952	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2516	25.3%
H	1202	12.1%
o	1202	12.1%
u	1202	12.1%
s	1202	12.1%
S	657	6.6%
n	657	6.6%
a	657	6.6%
t	657	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9952	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2516	25.3%
H	1202	12.1%
o	1202	12.1%
u	1202	12.1%
s	1202	12.1%
S	657	6.6%
n	657	6.6%
a	657	6.6%
t	657	6.6%

rollnumber
Real number (ℝ)

Distinct	1202
Distinct (%)	64.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	505.19419

Minimum	1
Maximum	1202
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.6 KiB

Quantile statistics

Minimum	1
5-th percentile	47
Q1	233
median	465
Q3	737.5
95-th percentile	1109.1
Maximum	1202
Range	1201
Interquartile range (IQR)	504.5

Descriptive statistics

Standard deviation	328.00594
Coefficient of variation (CV)	0.64926705
Kurtosis	-0.85503307
Mean	505.19419
Median Absolute Deviation (MAD)	246
Skewness	0.40918579
Sum	939156
Variance	107587.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2	0.1%
433	2	0.1%
435	2	0.1%
436	2	0.1%
437	2	0.1%
438	2	0.1%
439	2	0.1%
440	2	0.1%
441	2	0.1%
442	2	0.1%
Other values (1192)	1839	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.1%
2	2	0.1%
3	2	0.1%
4	2	0.1%
5	2	0.1%
6	2	0.1%
7	2	0.1%
8	2	0.1%
9	2	0.1%
10	2	0.1%

Value	Count	Frequency (%)
1202	1	0.1%
1201	1	0.1%
1200	1	0.1%
1199	1	0.1%
1198	1	0.1%
1197	1	0.1%
1196	1	0.1%
1195	1	0.1%
1194	1	0.1%
1193	1	0.1%

date
Date

Distinct	285
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

Minimum	2013-01-03 00:00:00
Maximum	2014-12-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

session
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

1	931
2	928

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1859
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

Most occurring characters

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1859	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	1859	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1859	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	931	50.1%
2	928	49.9%

clerk_rollnumber
Real number (ℝ)

Distinct	641
Distinct (%)	34.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	255.22378

Minimum	1
Maximum	641
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	14.6 KiB

Quantile statistics

Minimum	1
5-th percentile	24
Q1	117
median	233
Q3	370.5
95-th percentile	556.1
Maximum	641
Range	640
Interquartile range (IQR)	253.5

Descriptive statistics

Standard deviation	166.41453
Coefficient of variation (CV)	0.65203381
Kurtosis	-0.79500774
Mean	255.22378
Median Absolute Deviation (MAD)	125
Skewness	0.434297
Sum	474461
Variance	27693.796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	4	0.2%
220	4	0.2%
200	4	0.2%
199	4	0.2%
198	4	0.2%
197	4	0.2%
196	4	0.2%
195	4	0.2%
194	4	0.2%
193	4	0.2%
Other values (631)	1819	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.1%
2	4	0.2%
3	4	0.2%
4	4	0.2%
5	4	0.2%
6	4	0.2%
7	4	0.2%
8	4	0.2%
9	4	0.2%
10	4	0.2%

Value	Count	Frequency (%)
641	1	0.1%
640	1	0.1%
639	1	0.1%
638	1	0.1%
637	1	0.1%
636	1	0.1%
635	1	0.1%
634	1	0.1%
633	1	0.1%
632	1	0.1%

yea_count
Real number (ℝ)

Distinct	340
Distinct (%)	18.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	182.19365

Minimum	0
Maximum	426
Zeros	2
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	14.6 KiB

Quantile statistics

Minimum	0
5-th percentile	48
Q1	71
median	188
Q3	233
95-th percentile	406
Maximum	426
Range	426
Interquartile range (IQR)	162

Descriptive statistics

Standard deviation	112.21165
Coefficient of variation (CV)	0.6158922
Kurtosis	-0.59350419
Mean	182.19365
Median Absolute Deviation (MAD)	92
Skewness	0.54164022
Sum	338698
Variance	12591.454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	48	2.6%
56	33	1.8%
227	32	1.7%
52	31	1.7%
53	30	1.6%
226	30	1.6%
55	29	1.6%
229	27	1.5%
194	25	1.3%
228	24	1.3%
Other values (330)	1550	83.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	0.1%
1	2	0.1%
2	1	0.1%
4	1	0.1%
7	1	0.1%
10	1	0.1%
18	2	0.1%
22	1	0.1%
23	1	0.1%
24	1	0.1%

Value	Count	Frequency (%)
426	1	0.1%
425	2	0.1%
424	1	0.1%
423	5	0.3%
422	5	0.3%
421	2	0.1%
420	8	0.4%
419	2	0.1%
418	6	0.3%
417	3	0.2%

nay_count
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	306
Distinct (%)	16.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.02905

Minimum	0
Maximum	421
Zeros	182
Zeros (%)	9.8%
Negative	0
Negative (%)	0.0%
Memory size	14.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	114
Q3	201.5
95-th percentile	266
Maximum	421
Range	421
Interquartile range (IQR)	170.5

Descriptive statistics

Standard deviation	99.393756
Coefficient of variation (CV)	0.82808085
Kurtosis	-1.1854255
Mean	120.02905
Median Absolute Deviation (MAD)	85
Skewness	0.29215405
Sum	223134
Variance	9879.1186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	182	9.8%
42	40	2.2%
41	37	2.0%
192	35	1.9%
43	32	1.7%
1	31	1.7%
40	29	1.6%
194	27	1.5%
191	25	1.3%
3	25	1.3%
Other values (296)	1396	75.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	182	9.8%
1	31	1.7%
2	23	1.2%
3	25	1.3%
4	13	0.7%
5	10	0.5%
6	6	0.3%
7	10	0.5%
8	7	0.4%
9	3	0.2%

Value	Count	Frequency (%)
421	1	0.1%
419	1	0.1%
416	1	0.1%
415	1	0.1%
413	1	0.1%
409	1	0.1%
397	1	0.1%
381	1	0.1%
373	1	0.1%
372	2	0.1%

nominate_mid_1
Real number (ℝ)

Distinct	820
Distinct (%)	44.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.034949435

Minimum	-0.991
Maximum	0.998
Zeros	286
Zeros (%)	15.4%
Negative	720
Negative (%)	38.7%
Memory size	14.6 KiB

Quantile statistics

Minimum	-0.991
5-th percentile	-0.445
Q1	-0.102
median	0
Q3	0.145
95-th percentile	0.7221
Maximum	0.998
Range	1.989
Interquartile range (IQR)	0.247

Descriptive statistics

Standard deviation	0.31304493
Coefficient of variation (CV)	8.9570812
Kurtosis	1.8761235
Mean	0.034949435
Median Absolute Deviation (MAD)	0.126
Skewness	0.45891132
Sum	64.971
Variance	0.097997128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286	15.4%
0.059	15	0.8%
0.014	14	0.8%
0.056	12	0.6%
0.06	9	0.5%
0.01	9	0.5%
0.057	8	0.4%
-0.038	8	0.4%
-0.036	7	0.4%
0.064	7	0.4%
Other values (810)	1484	79.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.991	1	0.1%
-0.981	1	0.1%
-0.98	1	0.1%
-0.971	1	0.1%
-0.97	1	0.1%
-0.954	1	0.1%
-0.919	1	0.1%
-0.911	1	0.1%
-0.904	2	0.1%
-0.902	1	0.1%

Value	Count	Frequency (%)
0.998	1	0.1%
0.994	1	0.1%
0.992	1	0.1%
0.988	2	0.1%
0.984	1	0.1%
0.983	1	0.1%
0.971	1	0.1%
0.968	1	0.1%
0.965	1	0.1%
0.962	1	0.1%

nominate_mid_2
Real number (ℝ)

Distinct	1007
Distinct (%)	54.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.116305

Minimum	-1
Maximum	1
Zeros	287
Zeros (%)	15.4%
Negative	645
Negative (%)	34.7%
Memory size	14.6 KiB

Quantile statistics

Minimum	-1
5-th percentile	-0.8704
Q1	-0.1645
median	0
Q3	0.468
95-th percentile	0.987
Maximum	1
Range	2
Interquartile range (IQR)	0.6325

Descriptive statistics

Standard deviation	0.51104198
Coefficient of variation (CV)	4.3939811
Kurtosis	-0.39391854
Mean	0.116305
Median Absolute Deviation (MAD)	0.306
Skewness	-0.06024911
Sum	216.211
Variance	0.26116391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	287	15.4%
0.999	17	0.9%
1	16	0.9%
-0.223	11	0.6%
0.009	9	0.5%
0.998	9	0.5%
0.997	8	0.4%
0.994	8	0.4%
0.991	7	0.4%
-0.242	7	0.4%
Other values (997)	1480	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	5	0.3%
-0.999	5	0.3%
-0.998	2	0.1%
-0.997	1	0.1%
-0.996	1	0.1%
-0.995	2	0.1%
-0.994	3	0.2%
-0.993	1	0.1%
-0.992	1	0.1%
-0.991	1	0.1%

Value	Count	Frequency (%)
1	16	0.9%
0.999	17	0.9%
0.998	9	0.5%
0.997	8	0.4%
0.996	3	0.2%
0.995	6	0.3%
0.994	8	0.4%
0.993	4	0.2%
0.992	2	0.1%
0.991	7	0.4%

nominate_spread_1
Real number (ℝ)

Distinct	1043
Distinct (%)	56.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.098418505

Minimum	-2.253
Maximum	1.993
Zeros	286
Zeros (%)	15.4%
Negative	655
Negative (%)	35.2%
Memory size	14.6 KiB

Quantile statistics

Minimum	-2.253
5-th percentile	-1.0474
Q1	-0.2895
median	0
Q3	0.6365
95-th percentile	1.2631
Maximum	1.993
Range	4.246
Interquartile range (IQR)	0.926

Descriptive statistics

Standard deviation	0.66219762
Coefficient of variation (CV)	6.7283853
Kurtosis	-0.15727931
Mean	0.098418505
Median Absolute Deviation (MAD)	0.422
Skewness	0.074519219
Sum	182.96
Variance	0.43850569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286	15.4%
0.666	12	0.6%
-0.728	10	0.5%
-0.729	10	0.5%
-0.726	9	0.5%
0.735	8	0.4%
0.672	8	0.4%
0.728	8	0.4%
0.727	8	0.4%
-0.65	8	0.4%
Other values (1033)	1492	80.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.253	1	0.1%
-1.666	1	0.1%
-1.658	1	0.1%
-1.591	1	0.1%
-1.51	1	0.1%
-1.497	1	0.1%
-1.465	1	0.1%
-1.409	1	0.1%
-1.399	2	0.1%
-1.388	1	0.1%

Value	Count	Frequency (%)
1.993	1	0.1%
1.909	1	0.1%
1.866	1	0.1%
1.851	1	0.1%
1.829	1	0.1%
1.813	1	0.1%
1.809	1	0.1%
1.761	1	0.1%
1.749	1	0.1%
1.744	1	0.1%

nominate_spread_2
Real number (ℝ)

Distinct	1151
Distinct (%)	61.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0729844

Minimum	-6.046
Maximum	3.674
Zeros	286
Zeros (%)	15.4%
Negative	700
Negative (%)	37.7%
Memory size	14.6 KiB

Quantile statistics

Minimum	-6.046
5-th percentile	-1.0901
Q1	-0.2725
median	0
Q3	0.375
95-th percentile	1.4301
Maximum	3.674
Range	9.72
Interquartile range (IQR)	0.6475

Descriptive statistics

Standard deviation	0.73311485
Coefficient of variation (CV)	10.044816
Kurtosis	4.5608004
Mean	0.0729844
Median Absolute Deviation (MAD)	0.332
Skewness	-0.022164763
Sum	135.678
Variance	0.53745739
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286	15.4%
-0.713	9	0.5%
-0.72	8	0.4%
0.652	7	0.4%
-0.099	6	0.3%
0.328	5	0.3%
-0.145	5	0.3%
0.329	4	0.2%
-0.152	4	0.2%
0.108	4	0.2%
Other values (1141)	1521	81.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.046	1	0.1%
-3.313	1	0.1%
-2.974	1	0.1%
-2.819	2	0.1%
-2.335	1	0.1%
-2.311	1	0.1%
-2.292	1	0.1%
-2.27	1	0.1%
-2.08	1	0.1%
-1.987	1	0.1%

Value	Count	Frequency (%)
3.674	1	0.1%
3.673	1	0.1%
3.486	1	0.1%
2.745	1	0.1%
2.704	1	0.1%
2.491	1	0.1%
2.473	1	0.1%
2.44	1	0.1%
2.348	1	0.1%
2.267	1	0.1%

nominate_log_likelihood
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1461
Distinct (%)	78.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-40.252442

Minimum	-305.162
Maximum	0
Zeros	286
Zeros (%)	15.4%
Negative	1573
Negative (%)	84.6%
Memory size	14.6 KiB

Quantile statistics

Minimum	-305.162
5-th percentile	-182.465
Q1	-47.9825
median	-15.747
Q3	-1.058
95-th percentile	0
Maximum	0
Range	305.162
Interquartile range (IQR)	46.9245

Descriptive statistics

Standard deviation	60.223055
Coefficient of variation (CV)	-1.4961342
Kurtosis	4.1586421
Mean	-40.252442
Median Absolute Deviation (MAD)	15.625
Skewness	-2.13572
Sum	-74829.29
Variance	3626.8164
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286	15.4%
-0.122	11	0.6%
-0.127	10	0.5%
-0.129	9	0.5%
-0.121	7	0.4%
-0.317	5	0.3%
-0.123	4	0.2%
-0.289	4	0.2%
-0.303	4	0.2%
-0.293	3	0.2%
Other values (1451)	1516	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-305.162	1	0.1%
-293.368	1	0.1%
-285.408	1	0.1%
-281.611	1	0.1%
-276.325	1	0.1%
-272.076	1	0.1%
-268.009	1	0.1%
-267.827	1	0.1%
-266.375	1	0.1%
-266.125	1	0.1%

Value	Count	Frequency (%)
0	286	15.4%
-0.101	1	0.1%
-0.102	1	0.1%
-0.108	2	0.1%
-0.109	1	0.1%
-0.112	1	0.1%
-0.115	1	0.1%
-0.116	2	0.1%
-0.117	2	0.1%
-0.118	2	0.1%

bill_number
Categorical

HIGH CARDINALITY MISSING

Distinct	718
Distinct (%)	39.6%
Missing	47
Missing (%)	2.5%
Memory size	14.6 KiB

SCONRES8	48
HR2609	35
HR2397	34
HR1947	31
HR4923	29
Other values (713)	1635

Length

Max length	10
Median length	6
Mean length	5.8449227
Min length	3

Characters and Unicode

Total characters	10591
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	337 ?
Unique (%)	18.6%

Sample

1st row	HRES5
2nd row	HRES5
3rd row	HRES5
4th row	HRES5
5th row	HR41

Common Values

Value	Count	Frequency (%)
SCONRES8	48	2.6%
HR2609	35	1.9%
HR2397	34	1.8%
HR1947	31	1.7%
HR4923	29	1.6%
HR4660	28	1.5%
HR1960	23	1.2%
HR4745	23	1.2%
HR4870	21	1.1%
S744	18	1.0%
Other values (708)	1522	81.9%
(Missing)	47	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sconres8	48	2.6%
hr2609	35	1.9%
hr2397	34	1.9%
hr1947	31	1.7%
hr4923	29	1.6%
hr4660	28	1.5%
hr1960	23	1.3%
hr4745	23	1.3%
hr4870	21	1.2%
s744	18	1.0%
Other values (708)	1522	84.0%

Most occurring characters

Value	Count	Frequency (%)
R	1288	12.2%
H	1231	11.6%
1	952	9.0%
2	811	7.7%
4	724	6.8%
3	621	5.9%
9	574	5.4%
S	552	5.2%
0	528	5.0%
7	524	4.9%
Other values (9)	2786	26.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6191	58.5%
Uppercase Letter	4400	41.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	952	15.4%
2	811	13.1%
4	724	11.7%
3	621	10.0%
9	574	9.3%
0	528	8.5%
7	524	8.5%
6	521	8.4%
5	489	7.9%
8	447	7.2%

Uppercase Letter

Value	Count	Frequency (%)
R	1288	29.3%
H	1231	28.0%
S	552	12.5%
N	434	9.9%
P	366	8.3%
E	337	7.7%
C	68	1.5%
O	68	1.5%
J	56	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	6191	58.5%
Latin	4400	41.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	952	15.4%
2	811	13.1%
4	724	11.7%
3	621	10.0%
9	574	9.3%
0	528	8.5%
7	524	8.5%
6	521	8.4%
5	489	7.9%
8	447	7.2%

Latin

Value	Count	Frequency (%)
R	1288	29.3%
H	1231	28.0%
S	552	12.5%
N	434	9.9%
P	366	8.3%
E	337	7.7%
C	68	1.5%
O	68	1.5%
J	56	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10591	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	1288	12.2%
H	1231	11.6%
1	952	9.0%
2	811	7.7%
4	724	6.8%
3	621	5.9%
9	574	5.4%
S	552	5.2%
0	528	5.0%
7	524	4.9%
Other values (9)	2786	26.3%

vote_result
Categorical

Distinct	32
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

Passed	612
Failed	449
Nomination Confirmed	188
Cloture Motion Agreed to	171
Agreed to	140
Other values (27)	299

Length

Max length	44
Median length	6
Mean length	11.871436
Min length	6

Characters and Unicode

Total characters	22069
Distinct characters	35
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	0.5%

Sample

1st row	Boehner
2nd row	Passed
3rd row	Passed
4th row	Failed
5th row	Passed

Common Values

Value	Count	Frequency (%)
Passed	612	32.9%
Failed	449	24.2%
Nomination Confirmed	188	10.1%
Cloture Motion Agreed to	171	9.2%
Agreed to	140	7.5%
Amendment Rejected	73	3.9%
Amendment Agreed to	43	2.3%
Motion to Proceed Agreed to	34	1.8%
Cloture Motion Rejected	24	1.3%
Bill Passed	23	1.2%
Other values (22)	102	5.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
passed	638	18.5%
to	543	15.8%
failed	460	13.4%
agreed	451	13.1%
motion	314	9.1%
cloture	218	6.3%
confirmed	188	5.5%
nomination	188	5.5%
amendment	116	3.4%
rejected	115	3.3%
Other values (27)	213	6.2%

Most occurring characters

Value	Count	Frequency (%)
e	3205	14.5%
o	2084	9.4%
d	2041	9.2%
	1585	7.2%
t	1550	7.0%
i	1396	6.3%
a	1326	6.0%
s	1296	5.9%
n	1176	5.3%
r	940	4.3%
Other values (25)	5470	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17638	79.9%
Uppercase Letter	2846	12.9%
Space Separator	1585	7.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3205	18.2%
o	2084	11.8%
d	2041	11.6%
t	1550	8.8%
i	1396	7.9%
a	1326	7.5%
s	1296	7.3%
n	1176	6.7%
r	940	5.3%
l	762	4.3%
Other values (10)	1862	10.6%

Uppercase Letter

Value	Count	Frequency (%)
P	697	24.5%
A	572	20.1%
F	460	16.2%
C	414	14.5%
M	314	11.0%
N	190	6.7%
R	133	4.7%
T	27	0.9%
B	25	0.9%
D	5	0.2%
Other values (4)	9	0.3%

Space Separator

Value	Count	Frequency (%)
	1585	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20484	92.8%
Common	1585	7.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3205	15.6%
o	2084	10.2%
d	2041	10.0%
t	1550	7.6%
i	1396	6.8%
a	1326	6.5%
s	1296	6.3%
n	1176	5.7%
r	940	4.6%
l	762	3.7%
Other values (24)	4708	23.0%

Common

Value	Count	Frequency (%)
	1585	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22069	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	3205	14.5%
o	2084	9.4%
d	2041	9.2%
	1585	7.2%
t	1550	7.0%
i	1396	6.3%
a	1326	6.0%
s	1296	5.9%
n	1176	5.3%
r	940	4.3%
Other values (25)	5470	24.8%

vote_desc
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	868
Distinct (%)	64.2%
Missing	506
Missing (%)	27.2%
Memory size	14.6 KiB

To require the Secretary of the Interior to assemble a team of technical, policy, and financial experts to address the energy needs of the insular areas of the United States and the Freely Associated States through the development of energy action plans aimed at promoting access to affordable, reliable energy, including increasing use of indigenous clean-energy resources, and for other purposes.	15
A joint resolution making continuing appropriations for fiscal year 2014, and for other purposes.	10
Of a perfecting nature.	10
Patricia Ann Millett, of Virginia, to be United States Circuit Judge for the District of Columbia Circuit	8
A bill to amend the Internal Revenue Code of 1986 to ensure that emergency services volunteers are not taken into account as employees under the shared responsibility requirements contained in the Patient Protection and Affordable Care Act.	8
Other values (863)	1302

Length

Max length	543
Median length	242
Mean length	132.73245
Min length	10

Characters and Unicode

Total characters	179587
Distinct characters	76
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	489 ?
Unique (%)	36.1%

Sample

1st row	Adopting rules for the One Hundred Thirteenth Congress
2nd row	Adopting rules for the One Hundred Thirteenth Congress
3rd row	Adopting rules for the One Hundred Thirteenth Congress
4th row	Adopting rules for the One Hundred Thirteenth Congress
5th row	To temporarily increase the borrowing authority of the Federal Emergency Management Agency for carrying out the National Flood Insurance Program

Common Values

Value	Count	Frequency (%)
To require the Secretary of the Interior to assemble a team of technical, policy, and financial experts to address the energy needs of the insular areas of the United States and the Freely Associated States through the development of energy action plans aimed at promoting access to affordable, reliable energy, including increasing use of indigenous clean-energy resources, and for other purposes.	15	0.8%
A joint resolution making continuing appropriations for fiscal year 2014, and for other purposes.	10	0.5%
Of a perfecting nature.	10	0.5%
Patricia Ann Millett, of Virginia, to be United States Circuit Judge for the District of Columbia Circuit	8	0.4%
A bill to amend the Internal Revenue Code of 1986 to ensure that emergency services volunteers are not taken into account as employees under the shared responsibility requirements contained in the Patient Protection and Affordable Care Act.	8	0.4%
A bill to provide for comprehensive immigration reform and for other purposes.	7	0.4%
In the nature of a substitute.	7	0.4%
Federal Agriculture Reform and Risk Management Act	7	0.4%
Veterans’ Access to Care through Choice, Accountability, and Transparency Act of 2014	6	0.3%
Melvin L. Watt, of North Carolina, to be Director of the Federal Housing Finance Agency for a term of five years	6	0.3%
Other values (858)	1269	68.3%
(Missing)	506	27.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
of	2170	7.7%
the	1970	7.0%
to	1473	5.3%
for	1438	5.1%
and	1121	4.0%
act	502	1.8%
a	409	1.5%
other	388	1.4%
be	381	1.4%
district	376	1.3%
Other values (2893)	17816	63.5%

Most occurring characters

Value	Count	Frequency (%)
	26692	14.9%
e	16353	9.1%
t	13487	7.5%
o	12921	7.2%
r	11512	6.4%
i	11147	6.2%
n	10597	5.9%
a	10151	5.7%
s	7221	4.0%
d	4985	2.8%
Other values (66)	54521	30.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	135215	75.3%
Space Separator	26692	14.9%
Uppercase Letter	10206	5.7%
Decimal Number	3671	2.0%
Other Punctuation	3247	1.8%
Open Punctuation	160	0.1%
Close Punctuation	160	0.1%
Dash Punctuation	148	0.1%
Final Punctuation	61	< 0.1%
Initial Punctuation	19	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	16353	12.1%
t	13487	10.0%
o	12921	9.6%
r	11512	8.5%
i	11147	8.2%
n	10597	7.8%
a	10151	7.5%
s	7221	5.3%
d	4985	3.7%
f	4964	3.7%
Other values (16)	31877	23.6%

Uppercase Letter

Value	Count	Frequency (%)
A	1260	12.3%
S	1069	10.5%
C	844	8.3%
R	772	7.6%
D	720	7.1%
P	590	5.8%
H	564	5.5%
T	538	5.3%
M	502	4.9%
J	431	4.2%
Other values (15)	2916	28.6%

Decimal Number

Value	Count	Frequency (%)
1	746	20.3%
0	687	18.7%
2	660	18.0%
4	349	9.5%
3	344	9.4%
9	233	6.3%
5	187	5.1%
6	171	4.7%
8	159	4.3%
7	135	3.7%

Other Punctuation

Value	Count	Frequency (%)
,	1972	60.7%
.	1161	35.8%
;	89	2.7%
'	14	0.4%
"	6	0.2%
:	3	0.1%
&	2	0.1%

Final Punctuation

Value	Count	Frequency (%)
’	42	68.9%
”	19	31.1%

Space Separator

Value	Count	Frequency (%)
	26692	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	160	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	160	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	148	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	19	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	145421	81.0%
Common	34166	19.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	16353	11.2%
t	13487	9.3%
o	12921	8.9%
r	11512	7.9%
i	11147	7.7%
n	10597	7.3%
a	10151	7.0%
s	7221	5.0%
d	4985	3.4%
f	4964	3.4%
Other values (41)	42083	28.9%

Common

Value	Count	Frequency (%)
	26692	78.1%
,	1972	5.8%
.	1161	3.4%
1	746	2.2%
0	687	2.0%
2	660	1.9%
4	349	1.0%
3	344	1.0%
9	233	0.7%
5	187	0.5%
Other values (15)	1135	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	179507	> 99.9%
Punctuation	80	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	26692	14.9%
e	16353	9.1%
t	13487	7.5%
o	12921	7.2%
r	11512	6.4%
i	11147	6.2%
n	10597	5.9%
a	10151	5.7%
s	7221	4.0%
d	4985	2.8%
Other values (63)	54441	30.3%

Punctuation

Value	Count	Frequency (%)
’	42	52.5%
“	19	23.8%
”	19	23.8%

vote_question
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	55
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

On Agreeing to the Amendment	458
On the Cloture Motion	195
On the Nomination	188
On Passage	139
On the Amendment	116
Other values (50)	763

Length

Max length	89
Median length	66
Mean length	26.891339
Min length	10

Characters and Unicode

Total characters	49991
Distinct characters	49
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	1.1%

Sample

1st row	Election of the Speaker
2nd row	On Motion to Table the Motion to Refer
3rd row	On Ordering the Previous Question
4th row	On Motion to Commit
5th row	On Agreeing to the Resolution

Common Values

Value	Count	Frequency (%)
On Agreeing to the Amendment	458	24.6%
On the Cloture Motion	195	10.5%
On the Nomination	188	10.1%
On Passage	139	7.5%
On the Amendment	116	6.2%
On Agreeing to the Resolution	107	5.8%
On Motion to Suspend the Rules and Pass	107	5.8%
On Motion to Recommit with Instructions	103	5.5%
On Ordering the Previous Question	86	4.6%
On Motion to Suspend the Rules and Pass, as Amended	85	4.6%
Other values (45)	275	14.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
on	1869	20.4%
the	1638	17.9%
to	1024	11.2%
motion	669	7.3%
amendment	595	6.5%
agreeing	572	6.3%
and	221	2.4%
cloture	218	2.4%
suspend	218	2.4%
rules	218	2.4%
Other values (62)	1908	20.9%

Most occurring characters

Value	Count	Frequency (%)
	7291	14.6%
n	5938	11.9%
e	5816	11.6%
t	5032	10.1%
o	3866	7.7%
i	2455	4.9%
O	1933	3.9%
s	1772	3.5%
h	1769	3.5%
m	1704	3.4%
Other values (39)	12415	24.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	36660	73.3%
Space Separator	7291	14.6%
Uppercase Letter	5939	11.9%
Other Punctuation	97	0.2%
Decimal Number	2	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	5938	16.2%
e	5816	15.9%
t	5032	13.7%
o	3866	10.5%
i	2455	6.7%
s	1772	4.8%
h	1769	4.8%
m	1704	4.6%
g	1466	4.0%
r	1398	3.8%
Other values (13)	5444	14.8%

Uppercase Letter

Value	Count	Frequency (%)
O	1933	32.5%
A	1347	22.7%
M	669	11.3%
P	500	8.4%
R	476	8.0%
C	273	4.6%
S	240	4.0%
N	188	3.2%
I	110	1.9%
Q	86	1.4%
Other values (9)	117	2.0%

Other Punctuation

Value	Count	Frequency (%)
,	95	97.9%
#	2	2.1%

Decimal Number

Value	Count	Frequency (%)
2	1	50.0%
1	1	50.0%

Space Separator

Value	Count	Frequency (%)
	7291	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42599	85.2%
Common	7392	14.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	5938	13.9%
e	5816	13.7%
t	5032	11.8%
o	3866	9.1%
i	2455	5.8%
O	1933	4.5%
s	1772	4.2%
h	1769	4.2%
m	1704	4.0%
g	1466	3.4%
Other values (32)	10848	25.5%

Common

Value	Count	Frequency (%)
	7291	98.6%
,	95	1.3%
#	2	< 0.1%
(	1	< 0.1%
)	1	< 0.1%
2	1	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49991	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7291	14.6%
n	5938	11.9%
e	5816	11.6%
t	5032	10.1%
o	3866	7.7%
i	2455	4.9%
O	1933	3.9%
s	1772	3.5%
h	1769	3.5%
m	1704	3.4%
Other values (39)	12415	24.8%

dtl_desc
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1859
Missing (%)	100.0%
Memory size	14.6 KiB

issue_codes
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	484
Missing (%)	26.0%
Memory size	14.6 KiB

peltzman_codes
Unsupported

REJECTED UNSUPPORTED

Missing	1
Missing (%)	0.1%
Memory size	14.6 KiB

clausen_codes
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	14.6 KiB

crs_policy_area
Categorical

Distinct	31
Distinct (%)	2.2%
Missing	419
Missing (%)	22.5%
Memory size	14.6 KiB

Economics and Public Finance	322
Congress	211
Armed Forces and National Security	178
Energy	79
Government Operations and Politics	69
Other values (26)	581

Length

Max length	43
Median length	35
Mean length	21.995139
Min length	3

Characters and Unicode

Total characters	31673
Distinct characters	42
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.3%

Sample

1st row	Congress
2nd row	Congress
3rd row	Congress
4th row	Congress
5th row	Emergency Management

Common Values

Value	Count	Frequency (%)
Economics and Public Finance	322	17.3%
Congress	211	11.4%
Armed Forces and National Security	178	9.6%
Energy	79	4.2%
Government Operations and Politics	69	3.7%
Finance and Financial Sector	57	3.1%
Public Lands and Natural Resources	57	3.1%
Agriculture and Food	56	3.0%
Emergency Management	45	2.4%
Environmental Protection	41	2.2%
Other values (21)	325	17.5%
(Missing)	419	22.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	831	19.3%
public	407	9.5%
finance	380	8.8%
economics	322	7.5%
congress	211	4.9%
armed	178	4.1%
forces	178	4.1%
national	178	4.1%
security	178	4.1%
resources	90	2.1%
Other values (53)	1345	31.3%

Most occurring characters

Value	Count	Frequency (%)
n	3467	10.9%
	2858	9.0%
a	2500	7.9%
e	2370	7.5%
c	2321	7.3%
i	2239	7.1%
o	2180	6.9%
r	1716	5.4%
s	1421	4.5%
t	1295	4.1%
Other values (32)	9306	29.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	25326	80.0%
Uppercase Letter	3467	10.9%
Space Separator	2858	9.0%
Other Punctuation	22	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	3467	13.7%
a	2500	9.9%
e	2370	9.4%
c	2321	9.2%
i	2239	8.8%
o	2180	8.6%
r	1716	6.8%
s	1421	5.6%
t	1295	5.1%
d	1156	4.6%
Other values (13)	4661	18.4%

Uppercase Letter

Value	Count	Frequency (%)
F	682	19.7%
E	579	16.7%
P	517	14.9%
A	271	7.8%
C	262	7.6%
S	248	7.2%
N	243	7.0%
L	124	3.6%
R	94	2.7%
T	77	2.2%
Other values (7)	370	10.7%

Space Separator

Value	Count	Frequency (%)
	2858	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	28793	90.9%
Common	2880	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	3467	12.0%
a	2500	8.7%
e	2370	8.2%
c	2321	8.1%
i	2239	7.8%
o	2180	7.6%
r	1716	6.0%
s	1421	4.9%
t	1295	4.5%
d	1156	4.0%
Other values (30)	8128	28.2%

Common

Value	Count	Frequency (%)
	2858	99.2%
,	22	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	31673	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	3467	10.9%
	2858	9.0%
a	2500	7.9%
e	2370	7.5%
c	2321	7.3%
i	2239	7.1%
o	2180	6.9%
r	1716	5.4%
s	1421	4.5%
t	1295	4.1%
Other values (32)	9306	29.4%

crs_subjects
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	413
Missing (%)	22.2%
Memory size	14.6 KiB

congress_url
Categorical

HIGH CARDINALITY MISSING

Distinct	879
Distinct (%)	48.5%
Missing	47
Missing (%)	2.5%
Memory size	14.6 KiB

https://www.congress.gov/bill/113th-congress/house-bill/2609	35
https://www.congress.gov/bill/113th-congress/house-bill/2397	34
https://www.congress.gov/bill/113th-congress/house-bill/1947	31
https://www.congress.gov/bill/113th-congress/house-bill/4923	29
https://www.congress.gov/bill/113th-congress/house-bill/4660	27
Other values (874)	1656

Length

Max length	76
Median length	75
Mean length	59.028146
Min length	52

Characters and Unicode

Total characters	106959
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	489 ?
Unique (%)	27.0%

Sample

1st row	https://www.congress.gov/bill/113th-congress/house-resolution/5
2nd row	https://www.congress.gov/bill/113th-congress/house-resolution/5
3rd row	https://www.congress.gov/bill/113th-congress/house-resolution/5
4th row	https://www.congress.gov/bill/113th-congress/house-resolution/5
5th row	https://www.congress.gov/bill/113th-congress/house-bill/41

Common Values

Value	Count	Frequency (%)
https://www.congress.gov/bill/113th-congress/house-bill/2609	35	1.9%
https://www.congress.gov/bill/113th-congress/house-bill/2397	34	1.8%
https://www.congress.gov/bill/113th-congress/house-bill/1947	31	1.7%
https://www.congress.gov/bill/113th-congress/house-bill/4923	29	1.6%
https://www.congress.gov/bill/113th-congress/house-bill/4660	27	1.5%
https://www.congress.gov/bill/113th-congress/house-bill/1960	23	1.2%
https://www.congress.gov/bill/113th-congress/house-bill/4745	23	1.2%
https://www.congress.gov/bill/113th-congress/house-bill/4870	21	1.1%
https://www.congress.gov/bill/113th-congress/house-bill/2217	18	1.0%
https://www.congress.gov/bill/113th-congress/house-bill/5016	17	0.9%
Other values (869)	1554	83.6%
(Missing)	47	2.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.congress.gov/bill/113th-congress/house-bill/2609	35	1.9%
https://www.congress.gov/bill/113th-congress/house-bill/2397	34	1.9%
https://www.congress.gov/bill/113th-congress/house-bill/1947	31	1.7%
https://www.congress.gov/bill/113th-congress/house-bill/4923	29	1.6%
https://www.congress.gov/bill/113th-congress/house-bill/4660	27	1.5%
https://www.congress.gov/bill/113th-congress/house-bill/1960	23	1.3%
https://www.congress.gov/bill/113th-congress/house-bill/4745	23	1.3%
https://www.congress.gov/bill/113th-congress/house-bill/4870	21	1.2%
https://www.congress.gov/bill/113th-congress/house-bill/2217	18	1.0%
https://www.congress.gov/bill/113th-congress/house-bill/5016	17	0.9%
Other values (869)	1554	85.8%

Most occurring characters

Value	Count	Frequency (%)
s	10438	9.8%
/	9928	9.3%
o	8473	7.9%
t	6289	5.9%
l	5807	5.4%
g	5436	5.1%
e	5110	4.8%
n	5089	4.8%
h	4826	4.5%
1	4608	4.3%
Other values (24)	40955	38.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	76561	71.6%
Other Punctuation	15942	14.9%
Decimal Number	11719	11.0%
Dash Punctuation	2737	2.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	10438	13.6%
o	8473	11.1%
t	6289	8.2%
l	5807	7.6%
g	5436	7.1%
e	5110	6.7%
n	5089	6.6%
h	4826	6.3%
w	4569	6.0%
c	3954	5.2%
Other values (10)	16570	21.6%

Decimal Number

Value	Count	Frequency (%)
1	4608	39.3%
3	2463	21.0%
2	843	7.2%
4	688	5.9%
9	568	4.8%
7	543	4.6%
0	538	4.6%
6	530	4.5%
5	504	4.3%
8	434	3.7%

Other Punctuation

Value	Count	Frequency (%)
/	9928	62.3%
.	4202	26.4%
:	1812	11.4%

Dash Punctuation

Value	Count	Frequency (%)
-	2737	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	76561	71.6%
Common	30398	28.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	10438	13.6%
o	8473	11.1%
t	6289	8.2%
l	5807	7.6%
g	5436	7.1%
e	5110	6.7%
n	5089	6.6%
h	4826	6.3%
w	4569	6.0%
c	3954	5.2%
Other values (10)	16570	21.6%

Common

Value	Count	Frequency (%)
/	9928	32.7%
1	4608	15.2%
.	4202	13.8%
-	2737	9.0%
3	2463	8.1%
:	1812	6.0%
2	843	2.8%
4	688	2.3%
9	568	1.9%
7	543	1.8%
Other values (4)	2006	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	106959	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	10438	9.8%
/	9928	9.3%
o	8473	7.9%
t	6289	5.9%
l	5807	5.4%
g	5436	5.1%
e	5110	4.8%
n	5089	4.8%
h	4826	4.5%
1	4608	4.3%
Other values (24)	40955	38.3%

source_documents
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	1859
Missing (%)	100.0%
Memory size	14.6 KiB

Auto

Heatmap
Table

	rollnumber	clerk_rollnumber	yea_count	nay_count	nominate_mid_1	nominate_mid_2	nominate_spread_1	nominate_spread_2	nominate_log_likelihood	chamber	session	vote_result	vote_question	crs_policy_area
rollnumber	1.000	0.542	0.306	0.199	-0.124	0.074	-0.085	-0.027	-0.081	0.445	0.752	0.253	0.270	0.294
clerk_rollnumber	0.542	1.000	0.298	0.225	-0.162	0.029	-0.121	-0.001	-0.136	0.428	0.197	0.226	0.250	0.286
yea_count	0.306	0.298	1.000	0.013	-0.180	0.057	-0.370	-0.160	-0.099	0.939	0.120	0.492	0.577	0.312
nay_count	0.199	0.225	0.013	1.000	-0.196	0.149	-0.117	0.121	-0.526	0.768	0.124	0.441	0.536	0.264
nominate_mid_1	-0.124	-0.162	-0.180	-0.196	1.000	-0.255	0.241	0.020	0.108	0.284	0.067	0.167	0.291	0.182
nominate_mid_2	0.074	0.029	0.057	0.149	-0.255	1.000	0.022	0.150	-0.112	0.259	0.081	0.189	0.230	0.130
nominate_spread_1	-0.085	-0.121	-0.370	-0.117	0.241	0.022	1.000	0.346	0.038	0.351	0.114	0.264	0.338	0.245
nominate_spread_2	-0.027	-0.001	-0.160	0.121	0.020	0.150	0.346	1.000	-0.065	0.122	0.013	0.189	0.220	0.131
nominate_log_likelihood	-0.081	-0.136	-0.099	-0.526	0.108	-0.112	0.038	-0.065	1.000	0.437	0.103	0.140	0.326	0.155
chamber	0.445	0.428	0.939	0.768	0.284	0.259	0.351	0.122	0.437	1.000	0.081	0.992	0.986	0.436
session	0.752	0.197	0.120	0.124	0.067	0.081	0.114	0.013	0.103	0.081	1.000	0.277	0.300	0.271
vote_result	0.253	0.226	0.492	0.441	0.167	0.189	0.264	0.189	0.140	0.992	0.277	1.000	0.833	0.132
vote_question	0.270	0.250	0.577	0.536	0.291	0.230	0.338	0.220	0.326	0.986	0.300	0.833	1.000	0.217
crs_policy_area	0.294	0.286	0.312	0.264	0.182	0.130	0.245	0.131	0.155	0.436	0.271	0.132	0.217	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	congress	chamber	rollnumber	date	session	clerk_rollnumber	yea_count	nay_count	nominate_mid_1	nominate_mid_2	nominate_spread_1	nominate_spread_2	nominate_log_likelihood	bill_number	vote_result	vote_desc	vote_question	dtl_desc	issue_codes	peltzman_codes	clausen_codes	crs_policy_area	crs_subjects	congress_url	source_documents
0	113	House	1	2013-01-03	1	2	220	192	0.061	0.358	-0.747	0.288	-0.303	None	Boehner	None	Election of the Speaker	NaN	[Election of the Speaker of the House]	[Internal Organization]	[Miscellaneous Policy]	None	None	None	NaN
1	113	House	2	2013-01-03	1	3	224	187	0.056	0.197	-0.732	0.309	-0.292	HRES5	Passed	Adopting rules for the One Hundred Thirteenth Congress	On Motion to Table the Motion to Refer	NaN	None	[Internal Organization]	[Miscellaneous Policy]	Congress	[Administrative law and regulatory procedures, Advisory bodies, Appropriations, Budget process, Civil actions and liability, Congressional committees, Congressional operations and organization, Congressional oversight, Constitution and constitutional amendments, Department of Justice, Federal officials, Government ethics and transparency, public corruption, House Committee on Armed Services, House Committee on Foreign Affairs, House Committee on Oversight and Government Reform, House Committee on Standards of Official Conduct, House Committee on Transportation and Infrastructure, House of Representatives, Human rights, Legislative rules and procedure, Marriage and family status, Medicare, Members of Congress, Sex, gender, sexual orientation discrimination, Sports and recreation facilities]	https://www.congress.gov/bill/113th-congress/house-resolution/5	NaN
2	113	House	3	2013-01-03	1	4	227	191	0.155	0.562	-0.724	0.438	-5.349	HRES5	Passed	Adopting rules for the One Hundred Thirteenth Congress	On Ordering the Previous Question	NaN	None	[Internal Organization]	[Miscellaneous Policy]	Congress	[Administrative law and regulatory procedures, Advisory bodies, Appropriations, Budget process, Civil actions and liability, Congressional committees, Congressional operations and organization, Congressional oversight, Constitution and constitutional amendments, Department of Justice, Federal officials, Government ethics and transparency, public corruption, House Committee on Armed Services, House Committee on Foreign Affairs, House Committee on Oversight and Government Reform, House Committee on Standards of Official Conduct, House Committee on Transportation and Infrastructure, House of Representatives, Human rights, Legislative rules and procedure, Marriage and family status, Medicare, Members of Congress, Sex, gender, sexual orientation discrimination, Sports and recreation facilities]	https://www.congress.gov/bill/113th-congress/house-resolution/5	NaN
3	113	House	4	2013-01-03	1	5	194	229	0.135	0.976	0.771	-0.249	-4.643	HRES5	Failed	Adopting rules for the One Hundred Thirteenth Congress	On Motion to Commit	NaN	None	[Internal Organization]	[Miscellaneous Policy]	Congress	[Administrative law and regulatory procedures, Advisory bodies, Appropriations, Budget process, Civil actions and liability, Congressional committees, Congressional operations and organization, Congressional oversight, Constitution and constitutional amendments, Department of Justice, Federal officials, Government ethics and transparency, public corruption, House Committee on Armed Services, House Committee on Foreign Affairs, House Committee on Oversight and Government Reform, House Committee on Standards of Official Conduct, House Committee on Transportation and Infrastructure, House of Representatives, Human rights, Legislative rules and procedure, Marriage and family status, Medicare, Members of Congress, Sex, gender, sexual orientation discrimination, Sports and recreation facilities]	https://www.congress.gov/bill/113th-congress/house-resolution/5	NaN
4	113	House	5	2013-01-03	1	6	228	196	0.168	0.695	-0.721	0.461	-5.371	HRES5	Passed	Adopting rules for the One Hundred Thirteenth Congress	On Agreeing to the Resolution	NaN	None	[Internal Organization]	[Miscellaneous Policy]	Congress	[Administrative law and regulatory procedures, Advisory bodies, Appropriations, Budget process, Civil actions and liability, Congressional committees, Congressional operations and organization, Congressional oversight, Constitution and constitutional amendments, Department of Justice, Federal officials, Government ethics and transparency, public corruption, House Committee on Armed Services, House Committee on Foreign Affairs, House Committee on Oversight and Government Reform, House Committee on Standards of Official Conduct, House Committee on Transportation and Infrastructure, House of Representatives, Human rights, Legislative rules and procedure, Marriage and family status, Medicare, Members of Congress, Sex, gender, sexual orientation discrimination, Sports and recreation facilities]	https://www.congress.gov/bill/113th-congress/house-resolution/5	NaN
5	113	House	6	2013-01-04	1	7	354	67	0.586	-0.254	1.333	-0.592	-93.674	HR41	Passed	To temporarily increase the borrowing authority of the Federal Emergency Management Agency for carrying out the National Flood Insurance Program	On Motion to Suspend the Rules and Pass	NaN	[Public Safety]	[Budget Special Interest]	[Government Management]	Emergency Management	[Budget process, Department of Homeland Security, Disaster relief and insurance, Executive agency funding and structure, Federal Emergency Management Agency (FEMA), Floods and storm protection]	https://www.congress.gov/bill/113th-congress/house-bill/41	NaN
6	113	House	7	2013-01-14	1	8	403	0	0.000	0.000	0.000	0.000	0.000	HR219	Passed	To improve and streamline disaster assistance for Hurricane Sandy, and for other purposes	On Motion to Suspend the Rules and Pass	NaN	None	[Budget Special Interest]	[Government Management]	Emergency Management	[Alternative dispute resolution, mediation, arbitration, Child care and development, Disaster relief and insurance, Emergency planning and evacuation, Environmental assessment, monitoring, research, Government employee pay, benefits, personnel management, Historic sites and heritage areas, Homelessness and emergency shelter, Housing and community development funding, Indian social and development programs, Inflation and prices, Natural disasters, Solid waste and recycling, Wages and earnings]	https://www.congress.gov/bill/113th-congress/house-bill/219	NaN
7	113	House	8	2013-01-14	1	9	300	95	0.776	-0.423	0.067	-0.114	-220.033	None	Passed	None	On Approving the Journal	NaN	None	[Internal Organization]	[Miscellaneous Policy]	None	None	None	NaN
8	113	House	9	2013-01-14	1	10	4	397	0.000	0.000	0.000	0.000	0.000	None	Failed	None	On Motion to Adjourn	NaN	None	[Internal Organization]	[Miscellaneous Policy]	None	None	None	NaN
9	113	House	10	2013-01-15	1	11	293	127	-0.277	0.186	-0.210	0.130	-119.342	HRES23	Passed	Providing for consideration of the bill (H.R. 152) making supplemental appropriations for the fiscal year ending September 30, 2013, and for other purposes	On Ordering the Previous Question	NaN	None	[Budget Special Interest]	[Government Management]	Congress	[House of Representatives, Legislative rules and procedure]	https://www.congress.gov/bill/113th-congress/house-resolution/23	NaN

	congress	chamber	rollnumber	date	session	clerk_rollnumber	yea_count	nay_count	nominate_mid_1	nominate_mid_2	nominate_spread_1	nominate_spread_2	nominate_log_likelihood	bill_number	vote_result	vote_desc	vote_question	dtl_desc	issue_codes	peltzman_codes	clausen_codes	crs_policy_area	crs_subjects	congress_url	source_documents
1849	113	Senate	648	2014-12-15	2	357	54	39	0.209	-0.551	0.737	0.108	-1.386	PN1753	Cloture Motion Agreed to	Daniel J. Santos, of Virginia, to be a Member of the Defense Nuclear Facilities Safety Board for a term expiring October 18, 2017	On the Cloture Motion	NaN	[Nuclear Weapons]	[Government Organization]	[Foreign and Defense Policy]	None	None	https://www.congress.gov/nomination/113th-congress/1753	NaN
1850	113	Senate	649	2014-12-15	2	358	54	39	0.121	0.080	0.709	0.239	-0.657	PN1099	Cloture Motion Agreed to	Frank A. Rose, of Massachusetts, to be an Assistant Secretary of State (Verification and Compliance)	On the Cloture Motion	NaN	None	[Government Organization]	[Foreign and Defense Policy]	None	None	https://www.congress.gov/nomination/113th-congress/1099	NaN
1851	113	Senate	650	2014-12-16	2	359	53	41	0.018	-0.216	0.666	-0.689	-0.116	PN1996	Cloture Motion Agreed to	Sarah R. Saldana, of Texas, to be an Assistant Secretary of Homeland Security	On the Cloture Motion	NaN	None	[Government Organization]	[Government Management]	None	None	https://www.congress.gov/nomination/113th-congress/1996	NaN
1852	113	Senate	651	2014-12-16	2	360	55	39	0.020	1.000	0.260	0.125	-12.522	PN1996	Nomination Confirmed	Sarah R. Saldana, of Texas, to be an Assistant Secretary of Homeland Security	On the Nomination	NaN	None	[Government Organization]	[Government Management]	None	None	https://www.congress.gov/nomination/113th-congress/1996	NaN
1853	113	Senate	652	2014-12-16	2	361	53	40	0.034	-0.137	0.655	-0.722	-0.117	PN2123	Cloture Motion Agreed to	Antony Blinken, of New York, to be Deputy Secretary of State	On the Cloture Motion	NaN	None	[Government Organization]	[Foreign and Defense Policy]	None	None	https://www.congress.gov/nomination/113th-congress/2123	NaN
1854	113	Senate	653	2014-12-16	2	362	55	38	-0.025	1.000	0.300	0.219	-9.778	PN2123	Nomination Confirmed	Antony Blinken, of New York, to be Deputy Secretary of State	On the Nomination	NaN	None	[Government Organization]	[Foreign and Defense Policy]	None	None	https://www.congress.gov/nomination/113th-congress/2123	NaN
1855	113	Senate	654	2014-12-16	2	363	65	28	0.233	-0.972	0.220	-0.130	-22.642	PN1986	Cloture Motion Agreed to	Colette Dodson Honorable, of Arkansas, to be a Member of the Federal Energy Regulatory Commission for the remainder of the term expiring June 30, 2017	On the Cloture Motion	NaN	[Energy]	[Government Organization]	[Government Management]	None	None	https://www.congress.gov/nomination/113th-congress/1986	NaN
1856	113	Senate	655	2014-12-16	2	364	76	16	0.814	0.475	0.130	-0.069	-39.591	HR5771	Bill Passed	To amend the Internal Revenue Code of 1986 to extend certain expiring provisions and make technical corrections, to amend the Internal Revenue Code of 1986 to provide for the tax treatment of ABLE accounts established under State programs for the care of family members with disabilities, and for other purposes.	On Passage of the Bill	NaN	[Tax rates]	[Budget Special Interest]	[Government Management]	Taxation	[Alcoholic beverages, Alternative and renewable resources, American Samoa, Budget deficits and national debt, Budget process, Building construction, Business investment and capital, Capital gains tax, Caribbean area, Charitable contributions, Coal, Commuting, Computers and information technology, Congressional oversight, Corporate finance and management, Economic development, Educational facilities and institutions, Electric power generation and transmission, Elementary and secondary education, Employee benefits and pensions, Employee hiring, Energy efficiency and conservation, Financial services and investments, First responders and emergency personnel, Food assistance and relief, Food industry and services, Foreign and international corporations, General taxation matters, Higher education, Housing finance and home ownership, Income tax credits, Income tax deductions, Income tax deferral, Income tax exclusion, Indian social and development programs, Industrial facilities, Insurance industry and regulation, Interest, dividends, interest rates, Land use and conservation, Low- and moderate-income housing, Military personnel and dependents, Mining, Performing arts, Professional sports, Public utilities and utility rates, Puerto Rico, Railroads, Research and development, Residential rehabilitation and home repair, Retail and wholesale trades, Sales and excise taxes, Securities, Small business, Sports and recreation facilities, State and local taxation, Student aid and college costs, Tax administration and collection, taxpayers, Taxation of foreign income, Teaching, teachers, curricula, Television and film, Transportation costs, U.S. and foreign investments, U.S. territories and protectorates, Virgin Islands, Wages and earnings, Worker safety and health]	http://hdl.loc.gov/loc.uscongress/legislation.113hr5771	NaN
1857	113	Senate	656	2014-12-16	2	365	51	38	-0.045	-0.998	0.889	-0.175	-3.023	PN1345	Cloture Motion Agreed to	Stephen R. Bough, of Missouri, to be United States District Judge for the Western District of Missouri	On the Cloture Motion	NaN	[Judiciary]	[Government Organization]	[Government Management]	None	None	https://www.congress.gov/nomination/113th-congress/1345	NaN
1858	113	Senate	657	2014-12-16	2	366	51	38	-0.109	-0.993	0.826	-0.403	-3.157	PN1345	Nomination Confirmed	Stephen R. Bough, of Missouri, to be United States District Judge for the Western District of Missouri	On the Nomination	NaN	[Judiciary]	[Government Organization]	[Government Management]	None	None	https://www.congress.gov/nomination/113th-congress/1345	NaN

Overview

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Length

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Common Values (Plot)

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Most occurring scripts

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Latin

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Space Separator

Most occurring scripts

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Uppercase Letter

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Other Punctuation